Discuss the technical aspects of a Random Number generator and Pseudo-Random Number generator to include their appropriate applications, their respective characteristics, how they work and generate numbers, and their importance to the science of cryptography?
Answer should be about 2 pages long. Formatting and table of content is not necessary.